Vol. 7 No. 4 (2026): Juni 2026

Articles

• Perbandingan SVM dan Logistic Regression Berbasis SMOTE pada Analisis Sentimen Menteri Keuangan di YouTube

  Sirozul Huda

  Afril Efan Pajri

  Sahri

  1208-1220

  • pdf

  Abstract View: 18, pdf Download: 13
  DOI : https://doi.org/10.30865/json.v7i4.9632
  

• STAB-AD: Framework Deteksi Anomali Mobile Banking Berbasis Perilaku Dan Spatio-Temporal

  Tri Wiyono

  Asrul Helmandi

  Ibnu Afandi Manao

  Andika Dwi Aryo

  Ardiansyah

  1221-1231

  • PDF

  Abstract View: 15, PDF Download: 2
  DOI : https://doi.org/10.30865/json.v7i4.9685
  

• Optimasi Pencarian UMKM Berbasis AI dan Location-Based Search di Solo Raya

  Rindi Miasari

  Bana Handaga

  1232-1240

  • PDF

  Abstract View: 4, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9696
  

• Sistem Rekomendasi Objek Wisata Di Kabupaten Karanganyar Menggunakan SAW dan TOPSIS Berbasis Mobile

  Naufal softwan al zuhudha

  Diah Priyawati

  1241-1254

  • PDF

  Abstract View: 2, PDF Download: 2
  DOI : https://doi.org/10.30865/json.v7i4.9690
  

• Pengembangan Sistem Absensi Mobile Berbasis Flutter dengan QR Code dan GPS

  Naufal Fahmi Kartika

  Diah Priyawati

  1255-1266

  • PDF

  Abstract View: 4, PDF Download: 2
  DOI : https://doi.org/10.30865/json.v7i4.9687
  

• Implementasi Convolutional Neural Network dan Large Language Model untuk Klasifikasi dan Deskripsi Pengenalan Pola Crochet

  Hernanda Lilih Kusumaningtyas

  Dedi Gunawan

  1267-1278

  • PDF

  Abstract View: 4, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9699
  

• Benchmarking CNN and Vision Transformer Architectures for Corn Leaf Disease Classification on the Kaggle Maize Dataset

  Juni Ismail

  Raja Anan Nasution

  Evi Handayani

  Annisa Shafira Zuhri

  1279-1292

  • PDF

  Abstract View: 12, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9679
  

• Integrasi Metode Farnsworth-Munsell pada Aplikasi Web untuk Identifikasi Gangguan Penglihatan Warna

  Muhammad Abdurrahman Hasan

  Aris Rakhmadi

  1293-1304

  • PDF

  Abstract View: 2, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9725
  

• Sistem Booking Online Pendakian Gunung Lawu Berbasis Web Terintegrasi Midtrans dan Enkripsi AES-256

  Rifki Kurnia Febriansyah

  Diah Priyawati

  1305-1317

  • PDF

  Abstract View: 7, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9722
  

• Analisis Pendekatan MCDM Berbasis Surrogate Weighting Procedures dan TOPSIS untuk Rekomendasi Motor Listrik

  Maya Putri Nur Fajri

  A. Sidiq Purnomo

  1318-1331

  • PDF

  Abstract View: 37, PDF Download: 21
  DOI : https://doi.org/10.30865/json.v7i4.9734
  

• Analisis Sentimen Aplikasi Elektrokardiogram di Play Store Berbasis IndoBERT dan BERTopic

  Muhammad Chairul Izzat

  Daniel Parlindungan Simanjuntak

  Fajar Michael Sanjaya Sianturi

  Pianus Lase

  Agung Prabowo

  1332-1340

  • PDF

  Abstract View: 4, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9767
  

• Klasifikasi Citra X-Ray Pneumonia Menggunakan Convolutional Neural Network (CNN) dengan Eksplorasi Tekstur Gabor Filter

  Sigit Hudawiguna

  Muhammad Rikza Nashrulloh

  Mita Tri Andari

  1341-1353

  • PDF

  Abstract View: 7, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9704
  

• Sistem Peringatan Dini Ketahanan Pangan Berbasis Web Menggunakan Metode Rule-Based untuk Rekomendasi Intervensi Stok

  Archangela G. Repi

  kristofel santa

  Gladly C. Rorimpandey

  1354-1367

  • PDF

  Abstract View: 5, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9727
  

• Pengembangan dan Evaluasi Usability Web Multimedia Interaktif Alat Musik Tradisional Menggunakan SUS

  Nauval Rizky Ramadhan

  Dhanar Intan Surya Saputra

  1368-1379

  • PDF

  Abstract View: 4, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9745
  

• Klasifikasi Komentar Promosi Judi Online pada YouTube Menggunakan TF-IDF dan Support Vector Machine

  Rinaldi Fauzan

  Delima Sitanggang

  Reyhan Achmad Rizal

  1380-1389

  • PDF

  Abstract View: 7, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9769
  

• Rancang Bangun Manajemen Personalia Multiplatform Terintegrasi dengan Live Tracking dan Payroll

  Arif Maulana Rokhman

  Eko Darmanto

  Supriyono

  1390-1400

  • PDF

  Abstract View: 12, PDF Download: 4
  DOI : https://doi.org/10.30865/json.v7i4.9797
  

• Cross-Validated Hybrid Machine Learning Model For Real-Time Phishing URL Detection On Google Chrome Extension

  Evta Indra

  Wahyu Soekanta Ginting

  Katrin Wijaya

  Nuragustyani br Bangun

  1401-1409

  • PDF

  Abstract View: 4, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9777
  

• Evaluasi Komparatif Random Forest, XGBoost, dan Logistic Regression untuk Prediksi Stroke Menggunakan Teknik SMOTE

  Anggita Nur Holifah

  Imam Tahyudin

  1410-1420

  • PDF

  Abstract View: 2, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9711
  

• Perbandingan Performa Model Prediksi Volatilitas BTC/IDR Menggunakan LSTM dan ARIMA

  Fahren Affandi

  Imam Akbar

  Sella Juniastia Marsya Saputri

  Zwesty Quatra

  Allsela Meiriza

  Ken Ditha Tania

  Ahmad Rifai

  1421-1431

  • PDF

  Abstract View: 2, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9719
  

• Perbandingan K-Means dan Hierarchical Clustering untuk Pengelompokan Calon Penerima Beasiswa Berdasarkan Data Akademik Sosial dan Ekonomi Mahasiswa

  Septia Harliansyah

  Muhammad Hafizh Al-Ghifari Rangkuti

  Muhammad Zikri Ramadhan

  1432-1442

  • PDF

  Abstract View: 28, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9852
  

• Implementasi Sistem Deteksi Helm Keselamatan Kerja Berbasis YOLOv11 dan Flask secara Real-Time

  Wisnu Wibisono

  Fersellia

  1443-1455

  • PDF

  Abstract View: 61, PDF Download: 11
  DOI : https://doi.org/10.30865/json.v7i4.9708
  

• Analisis Komparatif Algoritma Machine Learning untuk Prediksi Depresi Mahasiswa Berbasis PHQ-9

  Asep Setiyono

  Yulia Wardani

  Margaretha Kurniastuti

  1456-1467

  • PDF

  Abstract View: 1, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9768
  

• Pengembangan Sistem Informasi Monitoring Pertumbuhan Balita Berbasis Mobile Menggunakan Metode Z-Score WHO

  asni_rahmayanti asni_rahmayanti

  Muhamad Alda

  1467-1479

  • PDF

  Abstract View: 46, PDF Download: 27
  DOI : https://doi.org/10.30865/json.v7i4.9786
  

• Optimasi Pemodelan Peramalan Penjualan Produk UMKM Menggunakan Damped Parameter pada Metode Holt-Winters Additive

  Ruli Utami

  Qurrota Hanim Aktafia

  Selfy Selfy Puri Dewanti

  Zuli Maulidati

  Sulistyowati

  1480-1493

  • PDF

  Abstract View: 10, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9735
  

• Analisis Pola Ko-Kemunculan Produk Berbasis Waktu Menggunakan Algoritma Apriori pada Data Penjualan Pitch 19

  Rizky Muhammad Rizky Maulana

  Muhammad Arifin

  R. Rhoedy Setiawan

  1494-1504

  • PDF

  Abstract View: 1, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9817
  

• Perbandingan Kinerja dan Efisiensi Model NLP pada Analisis Sentimen Ulasan Aplikasi Layanan Publik Digital

  Irfan Setiawan

  Widyastuti Andriyani

  1505-1517

  • PDF

  Abstract View: 11, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9774
  

• Komparasi Algoritma Random Forest dan SVM dalam Klasifikasi Kondisi Aliran Air Berdasarkan Getaran MPU6050

  Aknes Tasia Pratama

  Ahmad Taqwa

  Lindawati

  1518-1529

  • PDF

  Abstract View: 5, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9875
  

• Komparasi Algoritma Machine Learning untuk Prediksi Risiko Stunting Berbasis Data P3KE Provinsi Gorontalo

  Siti Andini Utiarahman

  Andi Mulawati Mas Pratama

  Satriadi D. Ali

  1530-1543

  • PDF

  Abstract View: 10, PDF Download: 1
  

• Perbandingan CatBoost dan Elastic Net untuk Estimasi Komposisi Tubuh Berbasis Antropometri

  Aditiya Ari Wicaksono

  Khanun Roisatul Ummah

  1544-1556

  • PDF

  Abstract View: 4, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9887
  

• Comparative Evaluation of Machine Learning Algorithms for Diabetes Prediction with SMOTE and Principal Component Analysis

  Badia Inaya Sazrade

  Ken Ditha Tania

  Ferdiansyah

  1557-1568

  • PDF

  Abstract View: 5, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9903
  

• Systematic Literature Review Penerapan Physics-Informed Machine Learning untuk Analisis Seismisitas dan Bahaya Gempa Bumi

  Abdul Hakim Prima Yuniarto

  Fandy Setyo Utomo

  Giat Karyono

  1569-1582

  • PDF

  Abstract View: 19, PDF Download: 6
  DOI : https://doi.org/10.30865/json.v7i4.9830
  

• Analysis of Image Preprocessing on EfficientNet-B5 Performance in Acne Severity Classification

  Dita Kurnia Rachmasari

  Risqy Siwi Pradini

  Ahsanun Naseh Khudori

  1583-1592

  • PDF

  Abstract View: 4, PDF Download: 1
  DOI : https://doi.org/10.30865/json.v7i4.9818
  

• District Level Child Nutrition Vulnerability in North Sumatra Using Composite Indeks, Machine Learning Benchmarking

  Fanny Ramadhani

  Sri Dewi

  Dian Septiana

  Diah Retno Wahyuningrum

  Andy Satria

  1593-1603

  • PDF

  Abstract View: 56, PDF Download: 8
  DOI : https://doi.org/10.30865/json.v7i4.9785
  

• Identifikasi Faktor Dominan Risiko Depresi Remaja Menggunakan XGBoost dengan Interpretasi SHAP

  Hartati Tammamah Lubis

  Randy Brilliant Chandra

  Muhammad Nasri Gea

  Erica Rian Safitri

  1604-1615

  • PDF

  Abstract View: 6, PDF Download: 3
  DOI : https://doi.org/10.30865/json.v7i4.9864
  

• Analysis And Prediction Of Job Training Suitability For Job Seekers’ Professions At The Department Of Employment, Industry, And Trade Of Batu Bara Regency Using The Naive Bayes Algorithm And Feature Selection

  Eko Budianto

  Muhammad Iqbal

  Zulham Sitorus

  1616-1623

  • PDF

  Abstract View: 25, PDF Download: 12
  

• Pendekatan Augmentasi Data Time Series Untuk Peramalan Kebutuhan Obat Antiretroviral Berbasis Long Short-Term Memory

  Munazar

  Baihaqi Siregar

  Amalia

  1624-1634

  • PDF

  Abstract View: 12, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9831
  

• Segmentasi Kualitas Air Sungai Indonesia dengan Machine Learning untuk Penilaian Kelayakan Bahan Baku Minum

  Shafira Febriani

  Revi Firzatulloh

  Rivaldo Nugraha

  Anggi Cipta Lestari

  Okyza Maherdi Prabowo

  Yolanda Georgia Andriani

  1635-1647

  • PDF

  Abstract View: 3, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9824
  

• Analysis of Weaknesses and Recommendations for IT Governance Development in SIGAP at the Bureau of Leadership Administration, Regional Secretariat of North Sumatra Province

  Efriansyah Putra Bahari Barus

  Andysah Putera Utama Siahaan

  Muhammad Amin

  1648-1656

  • PDF

  Abstract View: 16, PDF Download: 5
  DOI : https://doi.org/10.30865/json.v7i4.9943
  

• Pengembangan Otomasi Inventaris Farmasi Rumah Sakit Gigi dan Mulut dengan Metode Convolutional Neural Network

  Khairul Abdi

  Amalia

  Mohammad Andri Budiman

  1657-1666

  • PDF

  Abstract View: 21, PDF Download: 0
  DOI : https://doi.org/10.30865/json.v7i4.9832
  

• Analysis Of The Decision Tree (C4.5) And Random Forest Algorithms To Determine Student Eligibility For Final Project Assignments Based On Academic Requirements

  Eisyaniah Desvazulinda

  Muhammad Iqbal

  Muhammad Syahputra Novelan

  1667-1675

  • PDF

  Abstract View: 10, PDF Download: 19
  DOI : https://doi.org/10.30865/json.v7i4.9947
  

• Implementasi Deep Factorization Machine Berbasis Profil Minat RIASEC untuk Rekomendasi Program Kepemudaan

  Sihabuddin Rifqi

  Erna Dwi Astuti

  Hidayatus Sibyan

  1676-1687

  • PDF

  Abstract View: 29, PDF Download: 21
  DOI : https://doi.org/10.30865/json.v7i4.9873
  

• Audit And Evaluation Of CBT Examination System At SMK Muhammadiyah-10 Kisaran Using Cobit 2019 Framework

  Zulfan

  Khairul

  Andysah Putera Utama Siahaan

  1688-1697

  • PDF

  Abstract View: 15, PDF Download: 3